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#radiology-automation News & Analysis

2 articles tagged with #radiology-automation. AI-curated summaries with sentiment analysis and key takeaways from 50+ sources.

2 articles
AIBullisharXiv – CS AI · 18h ago7/10
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A multi-agent system for spine MRI report generation from multi-sequence imaging

SpineAgent is a multi-agent AI framework that generates clinical spine MRI reports by processing multi-sequence imaging data from over 32,000 patients. The system combines specialized deep learning encoders with a medical report agent to achieve state-of-the-art performance in automated radiology report generation while maintaining cross-manufacturer compatibility.

AINeutralarXiv – CS AI · 18h ago6/10
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Automatic Extraction of Structured Information from Brain MRI Reports Using an Open-Weight Large Language Model

Researchers evaluated LLaMA 3.1, an open-weight large language model, for extracting structured information from Dutch brain MRI reports. The model achieved high accuracy (80-96%) on visual rating scores and detection tasks, with few-shot prompting further improving performance on numerical variables, demonstrating practical viability for automated medical data extraction in radiology.